Semantic Communication of Learnable Concepts

Semantic Communication of Learnable Concepts

14 May 2023

Deniz Gunduz

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Papers citing "Semantic Communication of Learnable Concepts"

9 / 9 papers shown

Title
Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications Deniz Gunduz Zhijin Qin Iñaki Estella Aguerri Harpreet S. Dhillon Zhaohui Yang Aylin Yener Kai‐Kit Wong C. Chae 86 454 0 19 Jul 2022
Rate-Constrained Remote Contextual Bandits Francesco Pase Deniz Gündüz M. Zorzi 60 8 0 26 Apr 2022
Algorithms for the Communication of Samples Lucas Theis Noureldin Yosri 91 43 0 25 Oct 2021
Reasoning About Generalization via Conditional Mutual Information Thomas Steinke Lydia Zakynthinou 156 166 0 24 Jan 2020
The Information Complexity of Learning Tasks, their Structure and their Distance Alessandro Achille Giovanni Paolini G. Mbeng Stefano Soatto 51 52 0 05 Apr 2019
Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters Marton Havasi Robert Peharz José Miguel Hernández-Lobato 78 82 0 30 Sep 2018
Information-theoretic analysis of generalization capability of learning algorithms Aolin Xu Maxim Raginsky 194 448 0 22 May 2017
On statistical learning via the lens of compression Ofir David Shay Moran Amir Yehudayoff 53 18 0 12 Oct 2016
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 412 17,615 0 17 Feb 2016